Simulation-based inference with deep learning suggests speed climbers combine innovation and copying to improve performance
Abstract. In the Olympic sport of speed climbing, athletes compete to reach the top of a 15 m wall as quickly as possible. Since the standardization of the
Proc B with @sampassmore.bsky.social! We used simulations to explore the innovation strategies of speed climbers π§ββοΈ Innovation is higher among slower athletes and lower when the population size is larger, and the overall balance of innovation and copying appears to be suboptimal π bit.ly/499QjZM
08.01.2026 14:00
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Well deserved and so excited for you!!
06.09.2025 03:50
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sounds fascinating! Just wanted to point out that there is no indication on the web of when the workshop is actually taking place (at least from mobile version)
24.08.2025 09:19
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thanks for joining Julia and lovely to see you! Fun fact I watched kpop demon hunter night before the defence π
08.08.2025 15:19
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Thanks Lennie βΊοΈ
12.06.2025 20:38
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Comparative Musicology
Evolution, Universals, and the Science of the Worldβs Music
Patrick E. Savage
Senior Research Fellow, School of Psychology, University of Auckland / Waipapa Taumata Rau
Associate Professor, Faculty of Environment and Information Studies, Keio University
Contents
Prologue: How to read/teach this book ii
Epigraphs vi
Foreword (Psyche Loui, President of the Society for Music Perception and Cognition) x
Foreword (Svanibor Pettan, Past President of the International Council for Traditions of Music and Dance) xii
Acknowledgments xiv
Ch. 1. Introduction: Aims, chapter structure, and key definitions 1
Ch. 2. Tutorial: Acoustic comparison within and between societies (and species) 12
Ch. 3. History: The rise and fall and rise of comparative musicology 34
Ch. 4. Universals: Absolute, statistical, and non-universal aspects of music beyond the βuniversal languageβ metaphor 72
Ch. 5. Evolution: Cultural and biological evolution of music(ality), language, and animal song 94
Ch. 6. Applications: Copyright, music therapy, language acquisition, cultural heritage, social bonding, AI, and beyond 120
Epilogue: βMany Voicesβ and the future of qualitative comparative musicology 135
Appendix: Companion audio recordings/code availability statement 139
Index 140
7.5 years after signing the contract, I finally submitted the full manuscript of my book to Oxford University Press!!!
Thanks to Keio's Fukuzawa Fund, it will be published open access. You can already read the submitted version as a preprint at osf.io/b36fm
I hope you all find it useful!
11.06.2025 21:03
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Extremely honoured to be the recipient of the Best Student Paper award at the upcoming ICMPC 2025 in SΓ£o Paulo, the largest international conference on music cognition and perception. All possible through working with the great team and supervisors.
06.06.2025 13:42
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Demographic mixing in cities certainly contributes a lot to the musical diversity, especially in megapolis like Paris and Sao Paulo. However, it doesn't entirely explain the rise, so something about the urban interactions and experience itself seems to be at play.
04.06.2025 17:30
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One might then wonder, the heightened diversities in big cities, could that simply have come from there being more of younger people in metropolitans? To account for demographics, we gather an extensive array: from age, education, income to number of Facebook friends and access to music venues.
04.06.2025 17:30
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Additionally we document how this listening radius changes over the course of life. One's radius expands rapidly from the mid-teens, reaches its peak in late-twenties, and then narrows through mid-life and beyond.
04.06.2025 17:30
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Also at the individual level, people living in larger urban areas tend to listen to a broader variety of music themselves (i.e., wider listening radius), expanding their personal musical repertoire.
04.06.2025 17:30
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Size matters! Across all three countries, the larger the city, the more distinct peopleβs musical tastes were from their neighbours. In other words, thereβs less of a single, shared musical taste in big cities.
04.06.2025 17:30
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We measured diversity of music in two ways: (1) how different peopleβs musical tastes were from their neighbours in the same area, (2) how wide-ranging each individualβs personal music 'listening radius' was. We processed more than 250 million listening logs across France, Brazil, and Germany.
04.06.2025 17:30
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Big cities are vibrant hubs of culture, but why exactly is that? Now out in @natcomms.nature.com, we analysed music listening patterns of over 2.5 million people and demographics to examine mechanisms driving cultural diversity. With @researchdeezer.bsky.social @norijacoby.bsky.social
Highlights β¬
04.06.2025 17:30
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Ready to submit my PhD thesis.
After taking this picture I realised that the thesis cover I designed matches the lamp and the sofa in my flat. Definitely some psychological priming going on here!
19.05.2025 14:54
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2. Are Expressions for Music Emotions the Same Across Cultures? arxiv.org/abs/2502.08744
While many studies have relied on predefined set of emotion categories, we propose a systematic pipeline to mine the taxonomy across languages without presumptions of the emotion space.
09.05.2025 09:41
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1. Visual and Auditory Aesthetic Preferences Across Cultures arxiv.org/abs/2502.14439
Do people from different parts of the world find certain shapes, colour combinations, and musical sounds more beautiful? Recruiting 4,835 participants from 10 countries, we try to answer this.
09.05.2025 09:41
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Excited to share two papers tapping into cross-cultural perception of aesthetics and word associations to music emotion across languages. Accepted to be presented at the upcoming CogSci 2025 conference! @mpicbs.bsky.social
09.05.2025 09:41
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Contact ismir2025-music@ismir.net for any inquiries and we will respond promptly.
25.04.2025 10:45
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Serving as a co-chair for ISMIR 2025 in Korea, we are excited to announce call for the music-program! If you have MIR integrated creative music performance in mind to be performed at gorgeous KAIST auditorium, do consider applying.
Submission: ismir2025.ismir.net/call-for-music
Deadline: 30th June
25.04.2025 10:45
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Congrats, a significant leap!
31.03.2025 11:12
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If you wish to join online, please DM me or email me! hlee@cbs.mpg.de
18.03.2025 12:49
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Emotional to be returning to Goldsmiths where did my undergrad and masters! @goldsmithsuol.bsky.social
17.03.2025 12:28
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A circular dendrogram (phenetic tree) of knots, made using the ggtree package in R. A text-readable and high-resolution PDF-version of the tree is available as a supplementary material.
Pleased to see our work published:
The Ties That Bind: Computational, Cross-cultural Analyses of Knots Reveal Their Cultural Evolutionary History and Significance
We analysed knots across 12,000 years and 82 societies.
Time to tie a thread π§΅ about why knots matter.
doi.org/10.1017/S095...
13.03.2025 12:40
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πππ if you ever take up DJing let me know. Would love to also see this in action!
04.03.2025 16:57
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Bringing EEG brain science to Berghain club, Berlin π§ ποΈ Next weekend Iβm teaming up with a Berlin-based DJ/producer βEgregoreβ to integrate brain oscillations to live ambient music. We will control melodic pulses with neural tempo and use different mind states to alter fragments of sounds!
03.03.2025 15:03
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